Integration of Artificial Intelligence in Digital Marketing in the New Era

The rapid development of the digital era has transformed various organizational functions, particularly in marketing. Integrating Artificial Intelligence (AI) into marketing has revolutionized customer experience and service delivery. This study examines AI's role in enhancing customer loyalty, customer experience, and personalized customer interactions. The study is descriptive and quantitative and conducted in Uttarakhand with a sample size of 248 respondents from the business sector. The objectives of the study include: (1) examining the influence of AI-driven personalization on customer engagement, (2) assessing the role of customer experience in driving customer engagement, and (3) analyzing the impact of brand loyalty on customer engagement. The reliability of the data was tested using the Cronbach Alpha test, where the values ranged from 0.860 to 0.966, confirming strong internal consistency. Data analysis was performed using SmartPLS, a powerful tool for Structural Equation Modeling (SEM). SmartPLS helped evaluate the structural model and determine the relationships among Customer Experience, Brand Loyalty, AI-driven Personalization, and Customer Engagement. The R-Square value for Customer Engagement was 0.810, indicating that the model explains 81% of the variance in Customer Engagement. The study concludes with insights into how AI-driven personalization <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(\beta=0.454,\ p=0.000)$</tex> and customer experience <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(\beta=0.380,p=0.000)$</tex> significantly improve customer engagement, while brand loyalty had a negative but significant impact <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(\beta =-0.153,p=0.000)$</tex>.